Author

Meng Liu

Sun Yat-sen UniversityORCID 0000-0002-6694-7892Unclaimed ORCID profile · follow to get notified of new preprints

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Meng Liu3 papers · Liaoning Normal University

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Genetic & Genomic Medicine· 1

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Approach:deep learning· 1 Assay:GWAS summary statistics· 1 Research Focus:polygenic risk· 1 Approach:statistical model· 1

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Lihang YeiD· 1 shared Liubin ZhangiD· 1 shared Miaoxin LiiD· 1 shared Nan LiniD· 1 shared Wenjie Peng· 1 shared Xuegao YuiD· 1 shared Ying LuoiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperGenetic & Genomic Medicine

Lihang YeORCID

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1 paper

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintSep 23, 2025

Policy gradient-guided ensemble learning for enhanced polygenic risk prediction in ultra-high-dimensional genomics

Lihang Ye, Nan Lin, Ying Luo…·Miaoxin Li

This paper introduces ELAG, an ensemble learning framework for polygenic risk prediction that improves accuracy in high-dimensional genomics data by using policy gradient methods to guide variant selection.

DOI 10.1101/2025.09.23.25336425

GWAS summary statisticsdeep learning

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